Overview
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 22049 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.5 MiB |
| Average record size in memory | 546.3 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Numeric | 7 |
| Categorical | 7 |
| Boolean | 1 |
Total_Amount is highly overall correlated with Unit_Price | High correlation |
Unit_Price is highly overall correlated with Total_Amount | High correlation |
Order_ID has unique values | Unique |
Discount_Amount has 14046 (63.7%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-20 16:16:24.528120 |
|---|---|
| Analysis finished | 2026-02-20 16:16:30.388267 |
| Duration | 5.86 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Variables
Order_ID
Text
Unique
| Distinct | 22049 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 11.550728 |
| Min length | 10 |
Unique
| Unique | 22049 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ORD_000902 |
|---|---|
| 2nd row | ORD_003209 |
| 3rd row | ORD_001404 |
| 4th row | ORD_000463 |
| 5th row | ORD_002934 |
| Value | Count | Frequency (%) |
| ord_000902 | 1 | < 0.1% |
| ord_001329-5 | 1 | < 0.1% |
| ord_002934 | 1 | < 0.1% |
| ord_001360 | 1 | < 0.1% |
| ord_000841 | 1 | < 0.1% |
| ord_001048 | 1 | < 0.1% |
| ord_001051 | 1 | < 0.1% |
| ord_003543 | 1 | < 0.1% |
| ord_003371-8 | 1 | < 0.1% |
| ord_004443 | 1 | < 0.1% |
| Other values (22039) | 22039 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 55159 | |
| O | 22049 | 8.7% |
| R | 22049 | 8.7% |
| D | 22049 | 8.7% |
| _ | 22049 | 8.7% |
| - | 17049 | 6.7% |
| 1 | 16163 | 6.3% |
| 2 | 14947 | 5.9% |
| 3 | 13932 | 5.5% |
| 4 | 12956 | 5.1% |
| Other values (5) | 36280 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 254682 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 55159 | |
| O | 22049 | 8.7% |
| R | 22049 | 8.7% |
| D | 22049 | 8.7% |
| _ | 22049 | 8.7% |
| - | 17049 | 6.7% |
| 1 | 16163 | 6.3% |
| 2 | 14947 | 5.9% |
| 3 | 13932 | 5.5% |
| 4 | 12956 | 5.1% |
| Other values (5) | 36280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 254682 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 55159 | |
| O | 22049 | 8.7% |
| R | 22049 | 8.7% |
| D | 22049 | 8.7% |
| _ | 22049 | 8.7% |
| - | 17049 | 6.7% |
| 1 | 16163 | 6.3% |
| 2 | 14947 | 5.9% |
| 3 | 13932 | 5.5% |
| 4 | 12956 | 5.1% |
| Other values (5) | 36280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 254682 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 55159 | |
| O | 22049 | 8.7% |
| R | 22049 | 8.7% |
| D | 22049 | 8.7% |
| _ | 22049 | 8.7% |
| - | 17049 | 6.7% |
| 1 | 16163 | 6.3% |
| 2 | 14947 | 5.9% |
| 3 | 13932 | 5.5% |
| 4 | 12956 | 5.1% |
| Other values (5) | 36280 |
Customer_ID
Text
| Distinct | 5000 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CUST_00902 |
|---|---|
| 2nd row | CUST_03209 |
| 3rd row | CUST_01404 |
| 4th row | CUST_00463 |
| 5th row | CUST_02934 |
| Value | Count | Frequency (%) |
| cust_02572 | 11 | < 0.1% |
| cust_00844 | 11 | < 0.1% |
| cust_03285 | 11 | < 0.1% |
| cust_03580 | 11 | < 0.1% |
| cust_04179 | 11 | < 0.1% |
| cust_01230 | 11 | < 0.1% |
| cust_02765 | 11 | < 0.1% |
| cust_02156 | 11 | < 0.1% |
| cust_04378 | 11 | < 0.1% |
| cust_01594 | 11 | < 0.1% |
| Other values (4990) | 21939 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33016 | |
| C | 22049 | |
| U | 22049 | |
| S | 22049 | |
| T | 22049 | |
| _ | 22049 | |
| 4 | 11111 | 5.0% |
| 3 | 11078 | 5.0% |
| 1 | 11069 | 5.0% |
| 2 | 10839 | 4.9% |
| Other values (5) | 33132 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 220490 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 33016 | |
| C | 22049 | |
| U | 22049 | |
| S | 22049 | |
| T | 22049 | |
| _ | 22049 | |
| 4 | 11111 | 5.0% |
| 3 | 11078 | 5.0% |
| 1 | 11069 | 5.0% |
| 2 | 10839 | 4.9% |
| Other values (5) | 33132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 220490 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 33016 | |
| C | 22049 | |
| U | 22049 | |
| S | 22049 | |
| T | 22049 | |
| _ | 22049 | |
| 4 | 11111 | 5.0% |
| 3 | 11078 | 5.0% |
| 1 | 11069 | 5.0% |
| 2 | 10839 | 4.9% |
| Other values (5) | 33132 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 220490 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 33016 | |
| C | 22049 | |
| U | 22049 | |
| S | 22049 | |
| T | 22049 | |
| _ | 22049 | |
| 4 | 11111 | 5.0% |
| 3 | 11078 | 5.0% |
| 1 | 11069 | 5.0% |
| 2 | 10839 | 4.9% |
| Other values (5) | 33132 |
Date
Date
| Distinct | 451 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 344.5 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2024-03-26 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Age
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.965441 |
| Minimum | 18 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 27 |
| median | 35 |
| Q3 | 42 |
| 95-th percentile | 54 |
| Maximum | 75 |
| Range | 57 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.054313 |
|---|---|
| Coefficient of variation (CV) | 0.31614967 |
| Kurtosis | -0.39394124 |
| Mean | 34.965441 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.3239267 |
| Sum | 770953 |
| Variance | 122.19783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 2058 | 9.3% |
| 37 | 869 | 3.9% |
| 34 | 795 | 3.6% |
| 38 | 771 | 3.5% |
| 32 | 769 | 3.5% |
| 40 | 746 | 3.4% |
| 35 | 730 | 3.3% |
| 41 | 681 | 3.1% |
| 27 | 677 | 3.1% |
| 28 | 667 | 3.0% |
| Other values (47) | 13286 |
| Value | Count | Frequency (%) |
| 18 | 2058 | |
| 19 | 289 | 1.3% |
| 20 | 359 | 1.6% |
| 21 | 348 | 1.6% |
| 22 | 387 | 1.8% |
| 23 | 503 | 2.3% |
| 24 | 453 | 2.1% |
| 25 | 569 | 2.6% |
| 26 | 544 | 2.5% |
| 27 | 677 | 3.1% |
| Value | Count | Frequency (%) |
| 75 | 12 | 0.1% |
| 73 | 4 | < 0.1% |
| 72 | 12 | 0.1% |
| 71 | 8 | < 0.1% |
| 70 | 9 | < 0.1% |
| 69 | 4 | < 0.1% |
| 68 | 10 | < 0.1% |
| 67 | 9 | < 0.1% |
| 66 | 28 | |
| 65 | 32 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Female | |
|---|---|
| Male | |
| Other | 333 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0224046 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 11105 | |
| Male | 10611 | |
| Other | 333 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 11105 | |
| male | 10611 | |
| other | 333 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 33154 | |
| a | 21716 | |
| l | 21716 | |
| F | 11105 | 10.0% |
| m | 11105 | 10.0% |
| M | 10611 | 9.6% |
| O | 333 | 0.3% |
| t | 333 | 0.3% |
| h | 333 | 0.3% |
| r | 333 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 110739 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 33154 | |
| a | 21716 | |
| l | 21716 | |
| F | 11105 | 10.0% |
| m | 11105 | 10.0% |
| M | 10611 | 9.6% |
| O | 333 | 0.3% |
| t | 333 | 0.3% |
| h | 333 | 0.3% |
| r | 333 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 110739 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 33154 | |
| a | 21716 | |
| l | 21716 | |
| F | 11105 | 10.0% |
| m | 11105 | 10.0% |
| M | 10611 | 9.6% |
| O | 333 | 0.3% |
| t | 333 | 0.3% |
| h | 333 | 0.3% |
| r | 333 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 110739 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 33154 | |
| a | 21716 | |
| l | 21716 | |
| F | 11105 | 10.0% |
| m | 11105 | 10.0% |
| M | 10611 | 9.6% |
| O | 333 | 0.3% |
| t | 333 | 0.3% |
| h | 333 | 0.3% |
| r | 333 | 0.3% |
City
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Istanbul | |
|---|---|
| Ankara | |
| Izmir | |
| Bursa | |
| Adana | |
| Other values (5) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.6083723 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Konya |
|---|---|
| 2nd row | Izmir |
| 3rd row | Adana |
| 4th row | Istanbul |
| 5th row | Ankara |
Common Values
| Value | Count | Frequency (%) |
| Istanbul | 5686 | |
| Ankara | 3157 | |
| Izmir | 2672 | |
| Bursa | 2217 | 10.1% |
| Adana | 1704 | 7.7% |
| Antalya | 1620 | 7.3% |
| Gaziantep | 1532 | 6.9% |
| Konya | 1437 | 6.5% |
| Kayseri | 1108 | 5.0% |
| Eskisehir | 916 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| istanbul | 5686 | |
| ankara | 3157 | |
| izmir | 2672 | |
| bursa | 2217 | 10.1% |
| adana | 1704 | 7.7% |
| antalya | 1620 | 7.3% |
| gaziantep | 1532 | 6.9% |
| konya | 1437 | 6.5% |
| kayseri | 1108 | 5.0% |
| eskisehir | 916 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 26474 | |
| n | 15136 | |
| s | 10843 | 7.4% |
| r | 10070 | 6.9% |
| t | 8838 | 6.1% |
| I | 8358 | 5.7% |
| u | 7903 | 5.4% |
| l | 7306 | 5.0% |
| i | 7144 | 4.9% |
| A | 6481 | 4.4% |
| Other values (14) | 37155 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 145708 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 26474 | |
| n | 15136 | |
| s | 10843 | 7.4% |
| r | 10070 | 6.9% |
| t | 8838 | 6.1% |
| I | 8358 | 5.7% |
| u | 7903 | 5.4% |
| l | 7306 | 5.0% |
| i | 7144 | 4.9% |
| A | 6481 | 4.4% |
| Other values (14) | 37155 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 145708 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 26474 | |
| n | 15136 | |
| s | 10843 | 7.4% |
| r | 10070 | 6.9% |
| t | 8838 | 6.1% |
| I | 8358 | 5.7% |
| u | 7903 | 5.4% |
| l | 7306 | 5.0% |
| i | 7144 | 4.9% |
| A | 6481 | 4.4% |
| Other values (14) | 37155 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 145708 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 26474 | |
| n | 15136 | |
| s | 10843 | 7.4% |
| r | 10070 | 6.9% |
| t | 8838 | 6.1% |
| I | 8358 | 5.7% |
| u | 7903 | 5.4% |
| l | 7306 | 5.0% |
| i | 7144 | 4.9% |
| A | 6481 | 4.4% |
| Other values (14) | 37155 |
Product_Category
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Sports | |
|---|---|
| Beauty | |
| Books | |
| Food | |
| Toys | |
| Other values (3) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.9646242 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Books |
|---|---|
| 2nd row | Food |
| 3rd row | Beauty |
| 4th row | Food |
| 5th row | Toys |
Common Values
| Value | Count | Frequency (%) |
| Sports | 2915 | |
| Beauty | 2833 | |
| Books | 2822 | |
| Food | 2722 | |
| Toys | 2700 | |
| Electronics | 2698 | |
| Home & Garden | 2681 | |
| Fashion | 2678 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sports | 2915 | |
| beauty | 2833 | |
| books | 2822 | |
| food | 2722 | |
| toys | 2700 | |
| electronics | 2698 | |
| home | 2681 | |
| 2681 | ||
| garden | 2681 | |
| fashion | 2678 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 24760 | |
| s | 13813 | 9.0% |
| e | 10893 | 7.1% |
| t | 8446 | 5.5% |
| r | 8294 | 5.4% |
| a | 8192 | 5.3% |
| n | 8057 | 5.2% |
| B | 5655 | 3.7% |
| y | 5533 | 3.6% |
| d | 5403 | 3.5% |
| Other values (16) | 54517 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 153563 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 24760 | |
| s | 13813 | 9.0% |
| e | 10893 | 7.1% |
| t | 8446 | 5.5% |
| r | 8294 | 5.4% |
| a | 8192 | 5.3% |
| n | 8057 | 5.2% |
| B | 5655 | 3.7% |
| y | 5533 | 3.6% |
| d | 5403 | 3.5% |
| Other values (16) | 54517 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 153563 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 24760 | |
| s | 13813 | 9.0% |
| e | 10893 | 7.1% |
| t | 8446 | 5.5% |
| r | 8294 | 5.4% |
| a | 8192 | 5.3% |
| n | 8057 | 5.2% |
| B | 5655 | 3.7% |
| y | 5533 | 3.6% |
| d | 5403 | 3.5% |
| Other values (16) | 54517 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 153563 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 24760 | |
| s | 13813 | 9.0% |
| e | 10893 | 7.1% |
| t | 8446 | 5.5% |
| r | 8294 | 5.4% |
| a | 8192 | 5.3% |
| n | 8057 | 5.2% |
| B | 5655 | 3.7% |
| y | 5533 | 3.6% |
| d | 5403 | 3.5% |
| Other values (16) | 54517 |
Unit_Price
Real number (ℝ)
High correlation
| Distinct | 18299 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.70051 |
| Minimum | 5.05 |
|---|---|
| Maximum | 7900.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 5.05 |
|---|---|
| 5-th percentile | 27.244 |
| Q1 | 74.05 |
| median | 177.11 |
| Q3 | 499.36 |
| 95-th percentile | 1794.946 |
| Maximum | 7900.01 |
| Range | 7894.96 |
| Interquartile range (IQR) | 425.31 |
Descriptive statistics
| Standard deviation | 720.09111 |
|---|---|
| Coefficient of variation (CV) | 1.6012682 |
| Kurtosis | 17.247287 |
| Mean | 449.70051 |
| Median Absolute Deviation (MAD) | 129.58 |
| Skewness | 3.6071037 |
| Sum | 9915446.5 |
| Variance | 518531.21 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.63 | 8 | < 0.1% |
| 34.71 | 5 | < 0.1% |
| 46.78 | 5 | < 0.1% |
| 52.33 | 5 | < 0.1% |
| 60.18 | 5 | < 0.1% |
| 67.37 | 5 | < 0.1% |
| 23.73 | 5 | < 0.1% |
| 39.42 | 5 | < 0.1% |
| 83.63 | 5 | < 0.1% |
| 24.55 | 5 | < 0.1% |
| Other values (18289) | 21996 |
| Value | Count | Frequency (%) |
| 5.05 | 1 | |
| 5.18 | 1 | |
| 5.78 | 1 | |
| 6.3 | 2 | |
| 6.35 | 1 | |
| 6.64 | 1 | |
| 6.65 | 1 | |
| 6.83 | 1 | |
| 7.58 | 1 | |
| 7.59 | 1 |
| Value | Count | Frequency (%) |
| 7900.01 | 1 | |
| 7570.41 | 1 | |
| 7440.42 | 1 | |
| 7272.85 | 1 | |
| 7159.45 | 1 | |
| 7061.34 | 1 | |
| 6935.92 | 1 | |
| 6810.27 | 1 | |
| 6766.07 | 1 | |
| 6759.75 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5641 | |
| 2 | 4431 | |
| 5 | 4027 | |
| 3 | 3997 | |
| 4 | 3953 |
Discount_Amount
Real number (ℝ)
Zeros
| Distinct | 6463 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.598256 |
| Minimum | 0 |
|---|---|
| Maximum | 6538.29 |
| Zeros | 14046 |
| Zeros (%) | 63.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 25.08 |
| 95-th percentile | 308.892 |
| Maximum | 6538.29 |
| Range | 6538.29 |
| Interquartile range (IQR) | 25.08 |
Descriptive statistics
| Standard deviation | 216.62132 |
|---|---|
| Coefficient of variation (CV) | 3.6346922 |
| Kurtosis | 144.23264 |
| Mean | 59.598256 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.395494 |
| Sum | 1314081.9 |
| Variance | 46924.795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14046 | |
| 3.84 | 7 | < 0.1% |
| 7.88 | 6 | < 0.1% |
| 8.39 | 6 | < 0.1% |
| 18.95 | 6 | < 0.1% |
| 3.72 | 5 | < 0.1% |
| 7.14 | 5 | < 0.1% |
| 9.44 | 5 | < 0.1% |
| 8.44 | 5 | < 0.1% |
| 4.93 | 5 | < 0.1% |
| Other values (6453) | 7953 |
| Value | Count | Frequency (%) |
| 0 | 14046 | |
| 0.62 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.98 | 1 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 1.02 | 1 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6538.29 | 1 | |
| 5158.85 | 1 | |
| 5109.32 | 1 | |
| 4697.85 | 1 | |
| 4378.57 | 1 | |
| 4354.49 | 1 | |
| 4252.42 | 1 | |
| 3754.74 | 1 | |
| 3738.19 | 1 | |
| 3504.47 | 1 |
Total_Amount
Real number (ℝ)
High correlation
| Distinct | 20098 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1210.6942 |
| Minimum | 6.21 |
|---|---|
| Maximum | 37852.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 6.21 |
|---|---|
| 5-th percentile | 47.316 |
| Q1 | 159.8 |
| median | 429.92 |
| Q3 | 1199.06 |
| 95-th percentile | 5031.35 |
| Maximum | 37852.05 |
| Range | 37845.84 |
| Interquartile range (IQR) | 1039.26 |
Descriptive statistics
| Standard deviation | 2265.7556 |
|---|---|
| Coefficient of variation (CV) | 1.8714515 |
| Kurtosis | 31.510164 |
| Mean | 1210.6942 |
| Median Absolute Deviation (MAD) | 329.94 |
| Skewness | 4.6772284 |
| Sum | 26694597 |
| Variance | 5133648.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 172.98 | 5 | < 0.1% |
| 192.69 | 4 | < 0.1% |
| 141.88 | 4 | < 0.1% |
| 40.18 | 4 | < 0.1% |
| 120.18 | 4 | < 0.1% |
| 57.81 | 4 | < 0.1% |
| 77.56 | 4 | < 0.1% |
| 128.78 | 4 | < 0.1% |
| 48.93 | 4 | < 0.1% |
| 36.92 | 4 | < 0.1% |
| Other values (20088) | 22008 |
| Value | Count | Frequency (%) |
| 6.21 | 1 | |
| 6.3 | 1 | |
| 7 | 1 | |
| 7.59 | 1 | |
| 7.87 | 1 | |
| 7.89 | 1 | |
| 7.94 | 1 | |
| 8.33 | 1 | |
| 8.77 | 1 | |
| 8.92 | 1 |
| Value | Count | Frequency (%) |
| 37852.05 | 1 | |
| 32823.53 | 1 | |
| 29045.35 | 1 | |
| 28640.75 | 1 | |
| 28638.86 | 1 | |
| 26363.5 | 1 | |
| 26005.25 | 1 | |
| 25579.4 | 1 | |
| 25562.1 | 1 | |
| 25061.75 | 1 |
Payment_Method
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Credit Card | |
|---|---|
| Debit Card | |
| Digital Wallet | |
| Bank Transfer | |
| Cash on Delivery |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 11.787473 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Debit Card |
|---|---|
| 2nd row | Credit Card |
| 3rd row | Credit Card |
| 4th row | Credit Card |
| 5th row | Digital Wallet |
Common Values
| Value | Count | Frequency (%) |
| Credit Card | 8813 | |
| Debit Card | 5586 | |
| Digital Wallet | 4241 | |
| Bank Transfer | 2273 | 10.3% |
| Cash on Delivery | 1136 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| card | 14399 | |
| credit | 8813 | |
| debit | 5586 | 12.3% |
| digital | 4241 | 9.4% |
| wallet | 4241 | 9.4% |
| bank | 2273 | 5.0% |
| transfer | 2273 | 5.0% |
| cash | 1136 | 2.5% |
| on | 1136 | 2.5% |
| delivery | 1136 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 28894 | |
| a | 28563 | |
| C | 24348 | |
| i | 24017 | |
| d | 23212 | |
| e | 23185 | |
| 23185 | ||
| t | 22881 | |
| l | 13859 | 5.3% |
| D | 10963 | 4.2% |
| Other values (13) | 36795 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 259902 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 28894 | |
| a | 28563 | |
| C | 24348 | |
| i | 24017 | |
| d | 23212 | |
| e | 23185 | |
| 23185 | ||
| t | 22881 | |
| l | 13859 | 5.3% |
| D | 10963 | 4.2% |
| Other values (13) | 36795 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 259902 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 28894 | |
| a | 28563 | |
| C | 24348 | |
| i | 24017 | |
| d | 23212 | |
| e | 23185 | |
| 23185 | ||
| t | 22881 | |
| l | 13859 | 5.3% |
| D | 10963 | 4.2% |
| Other values (13) | 36795 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 259902 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 28894 | |
| a | 28563 | |
| C | 24348 | |
| i | 24017 | |
| d | 23212 | |
| e | 23185 | |
| 23185 | ||
| t | 22881 | |
| l | 13859 | 5.3% |
| D | 10963 | 4.2% |
| Other values (13) | 36795 |
Device_Type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Mobile | |
|---|---|
| Desktop | |
| Tablet |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.3426913 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Desktop |
|---|---|
| 2nd row | Desktop |
| 3rd row | Desktop |
| 4th row | Mobile |
| 5th row | Tablet |
Common Values
| Value | Count | Frequency (%) |
| Mobile | 12338 | |
| Desktop | 7556 | |
| Tablet | 2155 | 9.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mobile | 12338 | |
| desktop | 7556 | |
| tablet | 2155 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 22049 | |
| o | 19894 | |
| b | 14493 | |
| l | 14493 | |
| M | 12338 | |
| i | 12338 | |
| t | 9711 | |
| D | 7556 | 5.4% |
| s | 7556 | 5.4% |
| k | 7556 | 5.4% |
| Other values (3) | 11866 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 139850 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 22049 | |
| o | 19894 | |
| b | 14493 | |
| l | 14493 | |
| M | 12338 | |
| i | 12338 | |
| t | 9711 | |
| D | 7556 | 5.4% |
| s | 7556 | 5.4% |
| k | 7556 | 5.4% |
| Other values (3) | 11866 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 139850 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 22049 | |
| o | 19894 | |
| b | 14493 | |
| l | 14493 | |
| M | 12338 | |
| i | 12338 | |
| t | 9711 | |
| D | 7556 | 5.4% |
| s | 7556 | 5.4% |
| k | 7556 | 5.4% |
| Other values (3) | 11866 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 139850 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 22049 | |
| o | 19894 | |
| b | 14493 | |
| l | 14493 | |
| M | 12338 | |
| i | 12338 | |
| t | 9711 | |
| D | 7556 | 5.4% |
| s | 7556 | 5.4% |
| k | 7556 | 5.4% |
| Other values (3) | 11866 |
Session_Duration_Minutes
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.544197 |
| Minimum | 1 |
|---|---|
| Maximum | 73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 14 |
| Q3 | 17 |
| 95-th percentile | 21 |
| Maximum | 73 |
| Range | 72 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.8625669 |
|---|---|
| Coefficient of variation (CV) | 0.33433038 |
| Kurtosis | 8.8778464 |
| Mean | 14.544197 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.4986519 |
| Sum | 320685 |
| Variance | 23.644556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 2576 | |
| 15 | 2551 | |
| 16 | 2227 | |
| 13 | 2198 | |
| 12 | 1868 | |
| 17 | 1851 | |
| 11 | 1359 | 6.2% |
| 18 | 1333 | 6.0% |
| 10 | 982 | 4.5% |
| 19 | 856 | 3.9% |
| Other values (48) | 4248 |
| Value | Count | Frequency (%) |
| 1 | 43 | 0.2% |
| 2 | 67 | 0.3% |
| 3 | 122 | 0.6% |
| 4 | 170 | 0.8% |
| 5 | 208 | 0.9% |
| 6 | 243 | 1.1% |
| 7 | 334 | 1.5% |
| 8 | 462 | |
| 9 | 663 | |
| 10 | 982 |
| Value | Count | Frequency (%) |
| 73 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 55 | 2 | |
| 54 | 2 | |
| 53 | 3 | |
| 52 | 2 | |
| 51 | 2 | |
| 50 | 1 | < 0.1% |
| 49 | 3 |
Pages_Viewed
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9988208 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 9 |
| Q3 | 11 |
| 95-th percentile | 13 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3942243 |
|---|---|
| Coefficient of variation (CV) | 0.26605978 |
| Kurtosis | 0.21997506 |
| Mean | 8.9988208 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.11137 |
| Sum | 198415 |
| Variance | 5.7323099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 3673 | |
| 10 | 3447 | |
| 8 | 3435 | |
| 7 | 2615 | |
| 11 | 2520 | |
| 6 | 1696 | |
| 12 | 1607 | |
| 5 | 903 | 4.1% |
| 13 | 882 | 4.0% |
| 4 | 409 | 1.9% |
| Other values (12) | 862 | 3.9% |
| Value | Count | Frequency (%) |
| 1 | 14 | 0.1% |
| 2 | 33 | 0.1% |
| 3 | 151 | 0.7% |
| 4 | 409 | 1.9% |
| 5 | 903 | 4.1% |
| 6 | 1696 | |
| 7 | 2615 | |
| 8 | 3435 | |
| 9 | 3673 | |
| 10 | 3447 |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 4 | < 0.1% |
| 18 | 8 | < 0.1% |
| 17 | 25 | 0.1% |
| 16 | 77 | 0.3% |
| 15 | 172 | 0.8% |
| 14 | 375 | |
| 13 | 882 |
Is_Returning_Customer
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 193.8 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 18029 | |
| False | 4020 | 18.2% |
Delivery_Time_Days
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5021089 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 344.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.4833222 |
|---|---|
| Coefficient of variation (CV) | 0.53572191 |
| Kurtosis | 1.8473909 |
| Mean | 6.5021089 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1276282 |
| Sum | 143365 |
| Variance | 12.133534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2899 | |
| 4 | 2886 | |
| 6 | 2673 | |
| 3 | 2549 | |
| 7 | 2197 | |
| 8 | 1750 | |
| 2 | 1449 | |
| 9 | 1423 | |
| 10 | 1024 | 4.6% |
| 11 | 947 | 4.3% |
| Other values (15) | 2252 |
| Value | Count | Frequency (%) |
| 1 | 301 | 1.4% |
| 2 | 1449 | |
| 3 | 2549 | |
| 4 | 2886 | |
| 5 | 2899 | |
| 6 | 2673 | |
| 7 | 2197 | |
| 8 | 1750 | |
| 9 | 1423 | |
| 10 | 1024 | 4.6% |
| Value | Count | Frequency (%) |
| 25 | 10 | < 0.1% |
| 24 | 12 | 0.1% |
| 23 | 14 | 0.1% |
| 22 | 16 | 0.1% |
| 21 | 15 | 0.1% |
| 20 | 44 | |
| 19 | 37 | 0.2% |
| 18 | 74 | |
| 17 | 94 | |
| 16 | 97 |
Customer_Rating
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 5 | |
|---|---|
| 4 | |
| 3 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 1 |
| 3rd row | 5 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22049 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 8093 | |
| 4 | 7608 | |
| 3 | 3417 | |
| 2 | 1916 | 8.7% |
| 1 | 1015 | 4.6% |
Interactions
Correlations
| Age | City | Customer_Rating | Delivery_Time_Days | Device_Type | Discount_Amount | Gender | Is_Returning_Customer | Pages_Viewed | Payment_Method | Product_Category | Quantity | Session_Duration_Minutes | Total_Amount | Unit_Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.043 | 0.000 | -0.002 | 0.013 | -0.002 | 0.038 | 0.013 | -0.008 | 0.000 | 0.012 | 0.005 | 0.012 | -0.003 | -0.003 |
| City | 0.043 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.023 | 0.010 | 0.000 | 0.000 | 0.006 | 0.004 | 0.001 | 0.000 |
| Customer_Rating | 0.000 | 0.000 | 1.000 | 0.010 | 0.006 | 0.000 | 0.011 | 0.000 | 0.000 | 0.002 | 0.006 | 0.000 | 0.000 | 0.000 | 0.009 |
| Delivery_Time_Days | -0.002 | 0.000 | 0.010 | 1.000 | 0.000 | 0.002 | 0.011 | 0.017 | 0.007 | 0.010 | 0.011 | 0.000 | 0.004 | -0.007 | -0.006 |
| Device_Type | 0.013 | 0.000 | 0.006 | 0.000 | 1.000 | 0.000 | 0.007 | 0.004 | 0.000 | 0.015 | 0.000 | 0.007 | 0.012 | 0.000 | 0.016 |
| Discount_Amount | -0.002 | 0.000 | 0.000 | 0.002 | 0.000 | 1.000 | 0.000 | 0.014 | -0.002 | 0.013 | 0.104 | 0.050 | 0.008 | 0.111 | 0.141 |
| Gender | 0.038 | 0.030 | 0.011 | 0.011 | 0.007 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.007 | 0.000 | 0.037 | 0.006 |
| Is_Returning_Customer | 0.013 | 0.023 | 0.000 | 0.017 | 0.004 | 0.014 | 0.000 | 1.000 | 0.046 | 0.000 | 0.000 | 0.075 | 0.167 | 0.013 | 0.000 |
| Pages_Viewed | -0.008 | 0.010 | 0.000 | 0.007 | 0.000 | -0.002 | 0.000 | 0.046 | 1.000 | 0.007 | 0.000 | 0.020 | 0.013 | 0.003 | 0.002 |
| Payment_Method | 0.000 | 0.000 | 0.002 | 0.010 | 0.015 | 0.013 | 0.000 | 0.000 | 0.007 | 1.000 | 0.000 | 0.005 | 0.010 | 0.011 | 0.000 |
| Product_Category | 0.012 | 0.000 | 0.006 | 0.011 | 0.000 | 0.104 | 0.007 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.209 | 0.290 |
| Quantity | 0.005 | 0.006 | 0.000 | 0.000 | 0.007 | 0.050 | 0.007 | 0.075 | 0.020 | 0.005 | 0.000 | 1.000 | 0.068 | 0.109 | 0.000 |
| Session_Duration_Minutes | 0.012 | 0.004 | 0.000 | 0.004 | 0.012 | 0.008 | 0.000 | 0.167 | 0.013 | 0.010 | 0.000 | 0.068 | 1.000 | -0.007 | -0.013 |
| Total_Amount | -0.003 | 0.001 | 0.000 | -0.007 | 0.000 | 0.111 | 0.037 | 0.013 | 0.003 | 0.011 | 0.209 | 0.109 | -0.007 | 1.000 | 0.901 |
| Unit_Price | -0.003 | 0.000 | 0.009 | -0.006 | 0.016 | 0.141 | 0.006 | 0.000 | 0.002 | 0.000 | 0.290 | 0.000 | -0.013 | 0.901 | 1.000 |
Missing values
Sample
| Order_ID | Customer_ID | Date | Age | Gender | City | Product_Category | Unit_Price | Quantity | Discount_Amount | Total_Amount | Payment_Method | Device_Type | Session_Duration_Minutes | Pages_Viewed | Is_Returning_Customer | Delivery_Time_Days | Customer_Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22048 | ORD_000902 | CUST_00902 | 2024-03-26 | 30 | Female | Konya | Books | 84.30 | 4 | 21.72 | 315.48 | Debit Card | Desktop | 8 | 9 | True | 5 | 5 |
| 22043 | ORD_003209 | CUST_03209 | 2024-03-26 | 45 | Male | Izmir | Food | 50.69 | 1 | 11.72 | 38.97 | Credit Card | Desktop | 5 | 6 | False | 2 | 1 |
| 22038 | ORD_001404 | CUST_01404 | 2024-03-26 | 43 | Male | Adana | Beauty | 120.67 | 2 | 7.88 | 233.46 | Credit Card | Desktop | 10 | 8 | True | 4 | 5 |
| 22039 | ORD_000463 | CUST_00463 | 2024-03-26 | 26 | Male | Istanbul | Food | 19.84 | 3 | 0.00 | 59.52 | Credit Card | Mobile | 11 | 10 | False | 6 | 4 |
| 22040 | ORD_002934 | CUST_02934 | 2024-03-26 | 46 | Male | Ankara | Toys | 60.12 | 2 | 12.95 | 107.29 | Digital Wallet | Tablet | 22 | 7 | True | 6 | 4 |
| 22042 | ORD_001360 | CUST_01360 | 2024-03-26 | 37 | Female | Bursa | Toys | 99.46 | 1 | 0.00 | 99.46 | Bank Transfer | Desktop | 5 | 9 | False | 4 | 1 |
| 22041 | ORD_000841 | CUST_00841 | 2024-03-26 | 34 | Other | Istanbul | Books | 69.79 | 4 | 0.00 | 279.16 | Bank Transfer | Desktop | 10 | 10 | False | 11 | 5 |
| 22044 | ORD_001048 | CUST_01048 | 2024-03-26 | 18 | Female | Izmir | Beauty | 130.35 | 1 | 27.30 | 103.05 | Bank Transfer | Mobile | 17 | 10 | False | 9 | 1 |
| 22045 | ORD_001051 | CUST_01051 | 2024-03-26 | 27 | Male | Adana | Beauty | 71.55 | 1 | 0.00 | 71.55 | Debit Card | Mobile | 13 | 9 | True | 6 | 4 |
| 22046 | ORD_003543 | CUST_03543 | 2024-03-26 | 45 | Female | Antalya | Food | 39.38 | 1 | 5.27 | 34.11 | Digital Wallet | Mobile | 38 | 10 | True | 5 | 4 |
| Order_ID | Customer_ID | Date | Age | Gender | City | Product_Category | Unit_Price | Quantity | Discount_Amount | Total_Amount | Payment_Method | Device_Type | Session_Duration_Minutes | Pages_Viewed | Is_Returning_Customer | Delivery_Time_Days | Customer_Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13963 | ORD_004116-1 | CUST_04116 | 2023-01-01 | 30 | Female | Istanbul | Food | 33.77 | 4 | 17.46 | 117.62 | Bank Transfer | Mobile | 15 | 7 | False | 3 | 4 |
| 50 | ORD_000018-1 | CUST_00018 | 2023-01-01 | 38 | Female | Bursa | Books | 20.84 | 5 | 0.00 | 104.20 | Bank Transfer | Mobile | 17 | 10 | True | 5 | 4 |
| 1149 | ORD_000355-1 | CUST_00355 | 2023-01-01 | 34 | Female | Ankara | Electronics | 1254.26 | 1 | 0.00 | 1254.26 | Digital Wallet | Mobile | 14 | 6 | True | 10 | 5 |
| 3681 | ORD_001070-1 | CUST_01070 | 2023-01-01 | 39 | Male | Istanbul | Books | 89.89 | 2 | 0.00 | 179.78 | Debit Card | Mobile | 17 | 11 | True | 2 | 4 |
| 3686 | ORD_001073-1 | CUST_01073 | 2023-01-01 | 35 | Male | Eskisehir | Toys | 72.69 | 5 | 0.00 | 363.45 | Credit Card | Mobile | 16 | 8 | False | 8 | 1 |
| 15966 | ORD_004690-1 | CUST_04690 | 2023-01-01 | 29 | Female | Izmir | Electronics | 834.80 | 2 | 0.00 | 1669.60 | Cash on Delivery | Mobile | 14 | 11 | True | 6 | 5 |
| 1163 | ORD_000359-1 | CUST_00359 | 2023-01-01 | 38 | Female | Ankara | Fashion | 107.95 | 1 | 0.00 | 107.95 | Credit Card | Tablet | 14 | 5 | True | 5 | 4 |
| 8588 | ORD_002510-1 | CUST_02510 | 2023-01-01 | 19 | Female | Istanbul | Home & Garden | 158.85 | 2 | 0.00 | 317.70 | Digital Wallet | Mobile | 14 | 7 | False | 7 | 4 |
| 3016 | ORD_000894-1 | CUST_00894 | 2023-01-01 | 49 | Male | Ankara | Beauty | 194.32 | 3 | 53.05 | 529.91 | Debit Card | Mobile | 12 | 4 | False | 3 | 4 |
| 4843 | ORD_001397-1 | CUST_01397 | 2023-01-01 | 18 | Male | Antalya | Fashion | 51.82 | 1 | 0.00 | 51.82 | Cash on Delivery | Mobile | 12 | 11 | True | 4 | 3 |